Method clip

mla/svm/svm.py:118–123

(self, alpha, H, L)

        return np.dot((self.alpha[self.sv_idx] * self.y[self.sv_idx]).T, k_v.T) + self.b

    def clip(self, alpha, H, L):
        if alpha > H:
            alpha = H
        if alpha < L:
            alpha = L
        return alpha

    def _error(self, i):
        """Error for single example."""